学術論文誌(査読付)

[1] Osamu Mizuno, Naoki Kawashima, and Kimiaki Kawamoto, "Fault-Prone Module Prediction Approaches Using Identifiers in Source Code," ACIS International Journal of Software Innovation, volume 3, number 1, pages 36-49, January 2015.

[2] Osamu Mizuno and Hideaki Hata, "A Metric to Detect Fault-Prone Software Modules Using Text Classifier," International Journal of Reliability and Safety, volume 7, number 1, pages 17-31, February 2013.

[3] 水野 修, 畑 秀明, "スパムフィルタを用いたFault-proneモジュール検出法の予測精度に関する従来法との比較評価," 電子情報通信学会論文誌D, volume J94-D, number 1, pages 409-412, 2011年1月.

[4] Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "Fault-Prone Module Detection Using Large-Scale Text Features Based on Spam Filtering," Empirical Software Engineering, volume 15, number 2, pages 147-165, April 2010.

[5] Osamu Mizuno and Hideaki Hata, "Prediction of Fault-Prone Modules Using a Text Filtering Based Metric," International Journal of Software Engineering and Its Application, volume 4, number 1, pages 43-52, January 2010.

[6] Osamu Mizuno and Tohru Kikuno, "Prediction of Fault-Prone Software Modules Using a Generic Text Discriminator," IEICE Trans. on Information and Systems, volume E91-D, number 4, pages 888-896, April 2008.

[7] 水野 修, 菊野 亨, "Fault-Prone フィルタリング： 不具合を含むモジュールのスパムフィルタを利用した予測手法," SEC journal, volume 4, number 1, pages 6-15, 2008年2月.

国際会議(査読付)

[1] Tsuyoshi Fujiwara, Osamu Mizuno, and Pattara Leelaprute, "Fault-Prone Byte-Code Detection Using Text Classifier," In Proc. of 16th International Conference on Product-Focused Software Process Improvement (PROFES2015), 1st International Workshop on Processes, Methods, and Tools for Engineering Embedded Systems, volume LNCS, number 9459, pages 415-430, December 2015.

[2] Keita Mori and Osamu Mizuno, "An Implementation of Just-In-Time Fault-Prone Prediction Technique Using Text Classifier," In Proc. of the 39th IEEE Computers, Software, and Applications Conference (COMPSAC 2015), pages 609-612, July 2015.

[3] Osamu Mizuno and Yukinao Hirata, "A Cross-Project Evaluation of Text-Based Fault-Prone Module Prediction," In Proc. of 6th International Workshop on Empirical Software Engineering in Practice (IWESEP2014), pages 43-48, November 2014.

[4] Naoki Kawashima and Osamu Mizuno, "Predicting Fault-Prone Modules by Word Occurrence in Identifiers," In Proc. of 12th International Conference on Software Engineering Research, Management and Applications (SERA2014), Studies in Computational Intelligence , volume 578, pages 87-98, August 2014.

[5] Osamu Mizuno, "On Effects of Tokens in Source Code to Accuracy of Fault-Prone Module Prediction," In Proc. of the 17th International Computer Science and Engineering Conference (ICSEC2013), 103 - 108, September 2013.

[6] Kimiaki Kawamoto and Osamu Mizuno, "Predicting Fault-Prone Modules Using the Length of Identifiers," In Proc. of 4th International Workshop on Empirical Software Engineering in Practice (IWESEP 2012), pages 30-34, October 2012.

[7] Yukinao Hirata and Osamu Mizuno, "Investigating Effects of Tokens on Detecting Fault-Prone Modules by Text Filtering," In Proc. of 22nd International Symposium on Software Reliability Engineering (ISSRE2011), Supplemental proceedings, number 3-2, November 2011.

[8] Michi Nakai and Osamu Mizuno, "Fault-Prone Module Prediction by Filtering Warning Messages of Static Code Analyzer," In Proc. of the Joint Conference of the 21th International Workshop on Software Measurement and the 6th International Conference on Software Process and Product Measurement (IWSM/MENSURA2011), Fast abstracts, pages 18-21, November 2011.

[9] Yukinao Hirata and Osamu Mizuno, "Do Comments Explain Codes Adequately? -- Investigation by Text Filtering --," In Proc. of 8th Working Conference on Mining Software Repositories (MSR2011), pages 242-245, May 2011.

[10] Osamu Mizuno and Yukinao Hirata, "Fault-Prone Module Prediction Using Contents of Comment Lines," In Proc. of International Workshop on Empirical Software Engineering in Practice 2010 (IWESEP2010), pages 39-44, December 2010.

[11] Osamu Mizuno and Hideaki Hata, "An Empirical Comparison of Fault-Prone Module Detection Approaches: Complexity Metrics and Text Feature Metrics," In Proc. of 34th Annual IEEE Computer Software and Applications Conference (COMPSAC2010), pages 248-249, July 2010.

[12] Osamu Mizuno and Hideaki Hata, "An Integrated Approach to Detect Fault-Prone Modules Using Complexity and Text Feature Metrics," In Proc. of 2010 International Conference on Advanced Science and Technology (AST2010), volume LNCS 6059, pages 457-468, June 2010.

[13] Osamu Mizuno and Hideaki Hata, "Yet Another Metric for Predicting Fault-Prone Modules," In Proc. of 2009 International Conference on Advanced Software Engineering & Its Applications (ASEA2009), volume CCIS 59, pages 296-304, December 2009.

[14] Hideaki Hata, Osamu Mizuno, and Tohru Kikuno, "An Extension of Fault-Prone Filtering Using Precise Training and a Dynamic Threshold," In Proc. of 5th Working Conference on Mining Software Repositories (MSR2008), pages 89-97, May 2008.

[15] Takahiro Kondou, Osamu Mizuno, and Tohru Kikuno, "Investigating Factors Affecting Accuracy of Fault-Prone Filtering," In Proc. of 18th International Symposium on Software Reliability Engineering (ISSRE2007), Supplemental proceedings, CD-ROM, November 2007.

[16] Takayasu Yagi, Osamu Mizuno, and Tohru Kikuno, "Analysing Effect of Pre-Training in Fault-Prone Prediction Using Spam Filter," In Proc. of 18th International Symposium on Software Reliability Engineering (ISSRE2007), Supplemental proceedings, CD-ROM, November 2007.

[17] Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, and Tohru Kikuno, "Fault-Prone Filtering: Detection of Fault-Prone Modules Using Spam Filtering Technique," In Proc. 1st International Symposium on Empirical Software Engineering and Measurement (ESEM2007), pages 374-383, September 2007.

[18] Osamu Mizuno and Tohru Kikuno, "Training on Errors Experiment to Detect Fault-Prone Software Modules by Spam Filter," In The 6th joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE2007), pages 405-414, September 2007.

[19] Masahiro Kimoto, Osamu Mizuno, and Tohru Kikuno, "Extraction of Fault-Prone Modules Based on Fault Tracking Data from Open Source Software Repository," In 37th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2007), Supplemental Proceedings, pages 366-367, June 2007.

[20] Osamu Mizuno, Shiro Ikami, Shuya Nakaichi, and Tohru Kikuno, "Spam Filter Based Approach for Finding Fault-Prone Software Modules," In Proc. of Fourth International Workshop on Mining Software Repositories (MSR07), page 4, May 2007.

国内会議(査読付)

[1] 畑 秀明, 水野 修, 菊野 亨, "負例を用いない機械学習によるfault-proneモジュール検出," ソフトウェアエンジニアリングシンポジウム2009 (SES2009), pages 133-138, 2009年9月.

研究会・全国大会等

[1] 水野 修, 黒田 翔太, 石原 一宏, 山下 大輔, "テキスト分類による不具合予測システムの実装と企業環境での評価," 電子情報通信学会技術報告, number SS2020-17, 電子情報通信学会, 2021年1月.

[2] 劉 華浩, 水野 修, 菊野 亨, "フォールトプローンモジュール検出手法間の精度比較 〜Fault-proneness filteringとロジスティック回帰〜," 電子情報通信学会技術報告, volume 108, number 384, KBSE2008-47, pages 61-66, 2009年1月.

[3] 森井 亮介, 水野 修, 菊野 亨, "ソースコード中に含まれる不具合トークンをテキスト分類に基づいて推定するツールの試作と評価," 電子情報通信学会技術研究報告, volume 108, number 64, SS2008-4, pages 19-24, 2008年5月.

[4] 井神 至朗, 中市 秀哉, 水野 修, 菊野 亨, "汎用テキストフィルタを利用した不具合を含むソースコードの予測," 電子情報通信学会技術研究報告, volume 106, number 522, SS2006-75, pages 25-30, 2007年2月.

学位論文

[1] Yukinao Hirata, "Application of Trend of Tokens in Source Code Modules to Fault-Prone Module Prediction," Master thesis, Graduate School of Science and Technology, Kyoto Institute of Technology, 2012.

講演等

[1] 水野 修, "(招待論文) Fault-prone Filtering: SPAMフィルタを用いて不具合混入モジュールを検出する試み," ソフトウェアエンジニアリングシンポジウム2009, pages 43-44, 2009年9月.

受賞

[1] Keita Mori and Osamu Mizuno, "Second Place Compsac 2015 Student Research Symposium (2015): an Implementation of Just-In-Time Fault-Prone Prediction Technique Using Text Classifier," In COMPSAC 2015, 2015.